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81.
Crop yield determines economy by influencing prices on the trade market, and so accurate forecasts of the yield are important for planning various aspects of agricultural production. The main aim of this study is to construct a model for predicting walnut yield in an important walnut production area (the region of Novi Sad in Northern Serbia). Relationships between the amount of walnuts produced annually (2000–2011) and abiotic (e.g. meteorological) and biotic (e.g. airborne pollen data) factors were examined using Pearson correlation analysis. Walnut yield data were then entered into linear regression models with variables that had the highest correlations. The models were constructed using 10 years of data, and tested using 2 years of data not included in constructing the model. This paper has shown that walnut yield is greatly dependent on weather conditions, particularly during fertilisation and seed growth, but the amount of available airborne pollen also plays an important role. The introduction of the seasonal pollen index, as a proxy for the amount of pollen available for fertilisation, improved the performance of models predicting walnut yield.  相似文献   
82.
To generate realistic projections of species’ responses to climate change, we need to understand the factors that limit their ability to respond. Although climatic niche conservatism, the maintenance of a species’s climatic niche over time, is a critical assumption in niche-based species distribution models, little is known about how universal it is and how it operates. In particular, few studies have tested the role of climatic niche conservatism via phenological changes in explaining the reported wide variance in the extent of range shifts among species. Using historical records of the phenology and spatial distribution of British plants under a warming climate, we revealed that: (i) perennial species, as well as those with weaker or lagged phenological responses to temperature, experienced a greater increase in temperature during flowering (i.e. failed to maintain climatic niche via phenological changes); (ii) species that failed to maintain climatic niche via phenological changes showed greater northward range shifts; and (iii) there was a complementary relationship between the levels of climatic niche conservatism via phenological changes and range shifts. These results indicate that even species with high climatic niche conservatism might not show range shifts as instead they track warming temperatures during flowering by advancing their phenology.  相似文献   
83.
Forest conservation strategies and plans can be unsuccessful if the new habitat conditions determined by climate change are not considered. Our work aims at investigating the likelihood of future suitability, distribution and diversity for some common European forest species under the projected changes in climate, focusing on Southern Europe. We combine an Ensemble Platform for Species Distribution Models (SDMs) to five Global Circulation Models (GCMs) driven by two Representative Concentration Pathways (RCPs), to produce maps of future climate‐driven habitat suitability for ten categories of forest species and two time horizons. For each forest category and time horizon, ten maps of future distribution (5 GCMs by 2 RCPs) are thus combined in a single suitability map supplied with information about the “likelihood” adopting the IPCC terminology based on consensus among projections. Then, the statistical significance of spatially aggregated changes in forest composition at local and regional level is analyzed. Finally, we discuss the importance, among SDMs, that environmental predictors seem to have in influencing forest distribution. Future impacts of climate change appear to be diversified across forest categories. A strong change in forest regional distribution and local diversity is projected to take place, as some forest categories will find more suitable conditions in previously unsuitable locations, while for other categories the same new conditions will become less suited. A decrease in species diversity is projected in most of the area, with Alpine region showing the potentiality to become a refuge for species migration.  相似文献   
84.
In the current context of ongoing global change, the understanding of how the niches of invasive species may change between different geographical areas or time periods is extremely important for the early detection and control of future invasions. We evaluated the effect of climate and non‐climate variables and the sensitivity to various spatial resolutions (i.e. 1 and 20 km) on niche changes during the invasion of Taraxacum officinale and Ulex europaeus in South America. We estimated niche changes using a combination of principal components analyses (PCA) and reciprocal Ecological Niche Modelling (rENM). We further investigated future invasion dynamics under a severe warming scenario for 2050 to unravel the role of niche shifts in the future potential distribution of the species. We observed a clear niche expansion for both species in South America towards higher temperature, precipitation and radiation relative to their native ranges. In contrast, the set of environmental conditions only occupied in the native ranges (i.e. niche unfilling) were less relevant. The magnitude of the niche shifts did not depend on the resolution of the variables. Models calibrated with occurrences from native range predicted large suitable areas in South America (outside of the Andes range) where T. officinale and U. europaeus are currently absent. Additionally, both species could increase their potential distributions by 2050, mostly in the southern part of the continent. In addition, the niche unfilling suggests high potential to invade additional regions in the future, which is extremely relevant considering the current impact of these species in the Southern Hemisphere. These findings confirm that invasive species can occupy new niches that are not predictable from knowledge based only on climate variables or information from the native range.  相似文献   
85.
This work addresses the problem of prescribing proper boundary conditions at the artificial boundaries that separate the vascular district from the remaining part of the circulatory system. A multiscale (MS) approach is used where the Navier–Stokes equations for the district of interest are coupled to a non-linear system of ordinary differential equations which describe the circulatory system. This technique is applied to three 3D models of a carotid bifurcation with increasing stenosis resembling three phases of a plaque growth. The results of the MS simulations are compared to those obtained by two stand-alone models. The MS shows a great flexibility in numerically predicting the haemodynamic changes due to the presence of a stenosis. Nonetheless, the results are not significantly different from a stand-alone approach where flows derived by the MS without stenosis are imposed. This is a consequence of the dominant role played by the outside districts with respect to the stenosis resistance.  相似文献   
86.
The general purpose of this theoretical work is to contribute to understand the physiological role of the electrogenic properties of the sodium pump, by studying a dynamic model that integrates diverse processes of ionic and water transport across the plasma membrane. For this purpose, we employ a mathematical model that describes the rate of change of the intracellular concentrations of Na+, K+ and Cl, of the cell volume, and of the plasma membrane potential (V m ). We consider the case of a nonexcitable, nonpolarized cell expressing the sodium pump; Na+, K+, Cl and water channels, and cotransporters of KCl and NaCl in its plasma membrane. We particularly analyze here the conditions under which the physiological V m can be generated in a predominantly electrogenic fashion, as a result of the activity of the sodium pump. A major conclusion of this study is that, for the cell model considered, a low potassium permeability is not a sufficient condition for a predominantly electrogenic generation of the V m by the sodium pump. The presence of an electroneutral exchange of Na+ and K+ represents a necessary additional requirement. Received: 8 September 1999/Revised: 21 March 2000  相似文献   
87.
基于4种生态位模型的金钱松潜在适生区预测   总被引:2,自引:0,他引:2  
金钱松(Pseudolarix amabilis)是我国特有孑遗植物,为国家II级保护植物。基于4种生态位模型(GARP、Bioclim、Domain和Maxent)预测金钱松潜在适生区,采用受试者工作特征曲线(Receiver Operating Characteristic,ROC)和Kappa统计量检验模型的预测效果。预测结果表明金钱松在浙江西北部、安徽南部、湖北南部、湖南北部以及江西北部表现为高度适生,并以这些地带为中心向外延伸至北纬24.43°-33.35°和东经106.41°-123.42°之间,4种模型预测结果的受试者工作特征曲线下面积(Area under recriver operating characteristic curve,AUC)平均值均大于0.9,Kappa平均值亦大于0.75,精度较高。通过"刀切法"分析得出年均温是预测金钱松潜在适生区的关键影响因子,可能为当前金钱松分布格局形成的决定因素。模拟金钱松在末次盛冰期和2070年气候条件下的分布,结果表明其分布格局随气候变化由"南扩北缩"变为"南缩北扩",未来分布面积将大幅减小,气候变化是导致其"南缩北扩"的主要驱动因子。建议在当前金钱松高适分布区域内(江西铜鼓县、湖南张家界和衡阳)建立自然保护区或种子园,并在未来气候条件下高适分布区域内(如安徽北部、河南南部、湖北东南部等地)通过人工引种辅助金钱松的北向迁移。  相似文献   
88.
黑曲霉Aspergillus niger因能够产生大量的木质纤维素降解酶而在木质纤维素资源利用中发挥重要作用。目前,有关黑曲霉基因组中与木质纤维素降解相关的基因是否存在可变剪接的情况尚不清楚。本研究以黑曲霉CBS513.88菌株为研究对象,采用rMATS和ABLas两种方法对黑曲霉在葡萄糖为唯一碳源(G组)和小麦秸秆为唯一碳源(WS组)下的56个木质纤维素降解酶基因的可变剪接事件进行分析,并通过RT-PCR扩增和内含子特异性扩增对3个典型基因的可变剪接体进行了验证。结果表明,ABLas可变剪接分析算法相较于rMATS分析算法更为准确,ABLas分析算法显示G组和WS组共有21个木质纤维素降解酶基因出现了可变剪接,可变剪接类型以内含子保留(IR)为主,占所有可变剪接事件的82.85%。另外,G组和WS组发生可变剪接的木质纤维素降解酶基因也有所不同:G组发生可变剪接的基因为13个,WS组发生可变剪接的基因为14个,两组都发生可变剪接的基因为6个,这表明黑曲霉木质纤维素降解酶基因的可变剪接在不同生长条件下存在差异,另一方面,黑曲霉中众多可变剪接体的存在也为开发新型的木质纤维素降解酶资源提供基础。  相似文献   
89.
The intramural the National Cancer Institute (NCI) and more recently the University of Texas Southwestern Medical Center with many different collaborators comprised a complex, multi-disciplinary team that collaborated to generated large, comprehensively annotated, cell-line related research resources which includes associated clinical, and molecular characterization data. This material has been shared in an anonymized fashion to accelerate progress in overcoming lung cancer, the leading cause of cancer death across the world. However, this cell line collection also includes a range of other cancers derived from patient-donated specimens that have been remarkably valuable for other types of cancer and disease research. A comprehensive analysis conducted by the NCI Center for Research Strategy of the 278 cell lines reported in the original Journal of Cellular Biochemistry Supplement, documents that these cell lines and related products have since been used in more than 14 000 grants, and 33 207 published scientific reports. This has resulted in over 1.2 million citations using at least one cell line. Many publications involve the use of more than one cell line, to understand the value of the resource collectively rather than individually; this method has resulted in 2.9 million citations. In addition, these cell lines have been linked to 422 clinical trials and cited by 4700 patents through publications. For lung cancer alone, the cell lines have been used in the research cited in the development of over 70 National Comprehensive Cancer Network clinical guidelines. Finally, it must be underscored again, that patient altruism enabled the availability of this invaluable research resource.  相似文献   
90.
The conductance of carbon dioxide (CO2) from the substomatal cavities to the initial sites of CO2 fixation (gm) can significantly reduce the availability of CO2 for photosynthesis. There have been many recent reviews on: (i) the importance of gm for accurately modelling net rates of CO2 assimilation, (ii) on how leaf biochemical and anatomical factors influence gm, (iii) the technical limitation of estimating gm, which cannot be directly measured, and (iv) how gm responds to long‐ and short‐term changes in growth and measurement environmental conditions. Therefore, this review will highlight these previous publications but will attempt not to repeat what has already been published. We will instead initially focus on the recent developments on the two‐resistance model of gm that describe the potential of photorespiratory and respiratory CO2 released within the mitochondria to diffuse directly into both the chloroplast and the cytosol. Subsequently, we summarize recent developments in the three‐dimensional (3‐D) reaction‐diffusion models and 3‐D image analysis that are providing new insights into how the complex structure and organization of the leaf influences gm. Finally, because most of the reviews and literature on gm have traditionally focused on C3 plants we review in the final sections some of the recent developments, current understanding and measurement techniques of gm in C4 and crassulacean acid metabolism (CAM) plants. These plants have both specialized leaf anatomy and either a spatially or temporally separated CO2 concentrating mechanisms (C4 and CAM, respectively) that influence how we interpret and estimate gm compared with a C3 plants.  相似文献   
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